IEEE - Institute of Electrical and Electronics Engineers, Inc. - A Robust Change-Point Detection Method by Eliminating Sparse Noises from Time Series

2018 IEEE Third International Conference on Data Science in Cyberspace (DSC)

Author(s): Kun Qin ; Lei Sun ; Bo Liu ; Yuan Fan ; Kar-Ann Toh
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2018
Conference Location: Guangzhou, China
Conference Date: 18 June 2018
Page(s): 146 - 152
ISBN (Electronic): 978-1-5386-4210-8
DOI: 10.1109/DSC.2018.00029
Regular:

Singular Spectrum Transform (SST) is a fundamental subspace analysis technique which has been widely adopted for solving change-point detection (CPD) problems in information security applications.... View More

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